Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 1060 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 124.3 KiB |
| Average record size in memory | 120.1 B |
Variable types
| NUM | 13 |
|---|---|
| CAT | 2 |
Importers has a high cardinality: 225 distinct values | High cardinality |
Exported value in 2010 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2009 is highly correlated with Exported value in 2010 and 10 other fields | High correlation |
Exported value in 2011 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2012 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2013 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2014 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2015 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2016 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2017 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2018 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2019 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Exported value in 2020 is highly correlated with Exported value in 2009 and 10 other fields | High correlation |
Importers is uniformly distributed | Uniform |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2021-12-08 15:17:35.783733 |
|---|---|
| Analysis finished | 2021-12-08 15:17:58.610442 |
| Duration | 22.83 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1060 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 651.9066038 |
|---|---|
| Minimum | 0 |
| Maximum | 1284 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 52.95 |
| Q1 | 331.75 |
| median | 616.5 |
| Q3 | 992.25 |
| 95-th percentile | 1231.05 |
| Maximum | 1284 |
| Range | 1284 |
| Interquartile range (IQR) | 660.5 |
Descriptive statistics
| Standard deviation | 380.9594688 |
|---|---|
| Coefficient of variation (CV) | 0.5843773734 |
| Kurtosis | -1.241893638 |
| Mean | 651.9066038 |
| Median Absolute Deviation (MAD) | 330.5 |
| Skewness | 0.01041436393 |
| Sum | 691021 |
| Variance | 145130.1169 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1284 | 1 | 0.1% | |
| 428 | 1 | 0.1% | |
| 442 | 1 | 0.1% | |
| 441 | 1 | 0.1% | |
| 440 | 1 | 0.1% | |
| 439 | 1 | 0.1% | |
| 438 | 1 | 0.1% | |
| 437 | 1 | 0.1% | |
| 436 | 1 | 0.1% | |
| 435 | 1 | 0.1% | |
| Other values (1050) | 1050 | 99.1% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1284 | 1 | 0.1% | |
| 1283 | 1 | 0.1% | |
| 1282 | 1 | 0.1% | |
| 1281 | 1 | 0.1% | |
| 1280 | 1 | 0.1% |
| Distinct | 225 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.3 KiB |
| Antigua and Barbuda | 6 |
|---|---|
| Italy | 6 |
| Morocco | 6 |
| World | 6 |
| Côte d'Ivoire | 6 |
| Other values (220) |
| Value | Count | Frequency (%) | |
| Antigua and Barbuda | 6 | 0.6% | |
| Italy | 6 | 0.6% | |
| Morocco | 6 | 0.6% | |
| World | 6 | 0.6% | |
| Côte d'Ivoire | 6 | 0.6% | |
| Switzerland | 6 | 0.6% | |
| Austria | 6 | 0.6% | |
| Malta | 6 | 0.6% | |
| Norway | 6 | 0.6% | |
| Mali | 6 | 0.6% | |
| Other values (215) | 1000 | 94.3% |
Frequencies of value counts
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.9% |
Histogram of lengths of the category
Length
| Max length | 41 |
|---|---|
| Median length | 8 |
| Mean length | 10.22169811 |
| Min length | 4 |
| Distinct | 1050 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6675962.512 |
|---|---|
| Minimum | 4 |
| Maximum | 1201646800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 287.8 |
| Q1 | 12625.25 |
| median | 129507.5 |
| Q3 | 1057099.25 |
| 95-th percentile | 16513256.1 |
| Maximum | 1201646800 |
| Range | 1201646796 |
| Interquartile range (IQR) | 1044474 |
Descriptive statistics
| Standard deviation | 61683711.05 |
|---|---|
| Coefficient of variation (CV) | 9.239673071 |
| Kurtosis | 313.7285427 |
| Mean | 6675962.512 |
| Median Absolute Deviation (MAD) | 128655.5 |
| Skewness | 17.31223806 |
| Sum | 7076520263 |
| Variance | 3.804880209e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 12 | 2 | 0.2% | |
| 152 | 2 | 0.2% | |
| 35 | 2 | 0.2% | |
| 264 | 2 | 0.2% | |
| 592 | 2 | 0.2% | |
| 40 | 2 | 0.2% | |
| 1047 | 2 | 0.2% | |
| 65 | 2 | 0.2% | |
| 57 | 2 | 0.2% | |
| 408 | 2 | 0.2% | |
| Other values (1040) | 1040 | 98.1% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 12 | 2 | 0.2% | |
| 16 | 1 | 0.1% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1201646800 | 1 | 0.1% | |
| 1125844048 | 1 | 0.1% | |
| 1056712100 | 1 | 0.1% | |
| 221295020 | 1 | 0.1% | |
| 204720827 | 1 | 0.1% |
| Distinct | 1049 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8116408.25 |
|---|---|
| Minimum | 2 |
| Maximum | 1577763800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 245.75 |
| Q1 | 12428 |
| median | 142247 |
| Q3 | 1273150.25 |
| 95-th percentile | 21685151.95 |
| Maximum | 1577763800 |
| Range | 1577763798 |
| Interquartile range (IQR) | 1260722.25 |
Descriptive statistics
| Standard deviation | 75476927.83 |
|---|---|
| Coefficient of variation (CV) | 9.299301551 |
| Kurtosis | 324.771849 |
| Mean | 8116408.25 |
| Median Absolute Deviation (MAD) | 141445 |
| Skewness | 17.5364744 |
| Sum | 8603392745 |
| Variance | 5.696766634e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9 | 4 | 0.4% | |
| 35 | 2 | 0.2% | |
| 11 | 2 | 0.2% | |
| 19 | 2 | 0.2% | |
| 54 | 2 | 0.2% | |
| 2 | 2 | 0.2% | |
| 10 | 2 | 0.2% | |
| 295 | 2 | 0.2% | |
| 98 | 2 | 0.2% | |
| 1201450 | 1 | 0.1% | |
| Other values (1039) | 1039 | 98.0% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.2% | |
| 5 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 9 | 4 | 0.4% | |
| 10 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 1577763800 | 1 | 0.1% | |
| 1278099187 | 1 | 0.1% | |
| 1267743109 | 1 | 0.1% | |
| 283780323 | 1 | 0.1% | |
| 249248666 | 1 | 0.1% |
| Distinct | 1056 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9574936.437 |
|---|---|
| Minimum | 2 |
| Maximum | 1898388400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 398.1 |
| Q1 | 17328 |
| median | 173469.5 |
| Q3 | 1487219 |
| 95-th percentile | 25973965.7 |
| Maximum | 1898388400 |
| Range | 1898388398 |
| Interquartile range (IQR) | 1469891 |
Descriptive statistics
| Standard deviation | 89141914.67 |
|---|---|
| Coefficient of variation (CV) | 9.309922343 |
| Kurtosis | 330.4217695 |
| Mean | 9574936.437 |
| Median Absolute Deviation (MAD) | 172502.5 |
| Skewness | 17.65817487 |
| Sum | 1.014943262e+10 |
| Variance | 7.946280951e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3957 | 2 | 0.2% | |
| 51 | 2 | 0.2% | |
| 65 | 2 | 0.2% | |
| 18084 | 2 | 0.2% | |
| 355663 | 1 | 0.1% | |
| 214104 | 1 | 0.1% | |
| 4833 | 1 | 0.1% | |
| 8256768 | 1 | 0.1% | |
| 43461394 | 1 | 0.1% | |
| 94803 | 1 | 0.1% | |
| Other values (1046) | 1046 | 98.7% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 12 | 1 | 0.1% | |
| 17 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1898388400 | 1 | 0.1% | |
| 1483802558 | 1 | 0.1% | |
| 1481682200 | 1 | 0.1% | |
| 325010988 | 1 | 0.1% | |
| 281237169 | 1 | 0.1% |
| Distinct | 1052 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9864321.009 |
|---|---|
| Minimum | 1 |
| Maximum | 2048782200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 377.85 |
| Q1 | 19195 |
| median | 191108.5 |
| Q3 | 1566278 |
| 95-th percentile | 27112573.9 |
| Maximum | 2048782200 |
| Range | 2048782199 |
| Interquartile range (IQR) | 1547083 |
Descriptive statistics
| Standard deviation | 92431719.45 |
|---|---|
| Coefficient of variation (CV) | 9.370307329 |
| Kurtosis | 344.5279265 |
| Mean | 9864321.009 |
| Median Absolute Deviation (MAD) | 189854 |
| Skewness | 17.91591967 |
| Sum | 1.045618027e+10 |
| Variance | 8.54362276e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 52512 | 2 | 0.2% | |
| 2776 | 2 | 0.2% | |
| 348 | 2 | 0.2% | |
| 593 | 2 | 0.2% | |
| 1627 | 2 | 0.2% | |
| 213 | 2 | 0.2% | |
| 1585 | 2 | 0.2% | |
| 1 | 2 | 0.2% | |
| 120480 | 1 | 0.1% | |
| 18773079 | 1 | 0.1% | |
| Other values (1042) | 1042 | 98.3% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.2% | |
| 5 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 11 | 1 | 0.1% | |
| 12 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2048782200 | 1 | 0.1% | |
| 1544932000 | 1 | 0.1% | |
| 1410146321 | 1 | 0.1% | |
| 352438221 | 1 | 0.1% | |
| 323445330 | 1 | 0.1% |
| Distinct | 1058 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10316237.17 |
|---|---|
| Minimum | 2 |
| Maximum | 2209007300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 587.15 |
| Q1 | 19216.25 |
| median | 201862 |
| Q3 | 1690360.5 |
| 95-th percentile | 26966530.95 |
| Maximum | 2209007300 |
| Range | 2209007298 |
| Interquartile range (IQR) | 1671144.25 |
Descriptive statistics
| Standard deviation | 97257525.11 |
|---|---|
| Coefficient of variation (CV) | 9.427616241 |
| Kurtosis | 355.291795 |
| Mean | 10316237.17 |
| Median Absolute Deviation (MAD) | 200419.5 |
| Skewness | 18.11601874 |
| Sum | 1.09352114e+10 |
| Variance | 9.45902619e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1884 | 2 | 0.2% | |
| 156 | 2 | 0.2% | |
| 26110918 | 1 | 0.1% | |
| 300361 | 1 | 0.1% | |
| 5928 | 1 | 0.1% | |
| 3755649 | 1 | 0.1% | |
| 759 | 1 | 0.1% | |
| 731790 | 1 | 0.1% | |
| 120402 | 1 | 0.1% | |
| 4833 | 1 | 0.1% | |
| Other values (1048) | 1048 | 98.9% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 12 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2209007300 | 1 | 0.1% | |
| 1577587300 | 1 | 0.1% | |
| 1450937515 | 1 | 0.1% | |
| 384497867 | 1 | 0.1% | |
| 369063859 | 1 | 0.1% |
| Distinct | 1053 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10734126.11 |
|---|---|
| Minimum | 1 |
| Maximum | 2342292696 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 489.8 |
| Q1 | 19403.75 |
| median | 184508.5 |
| Q3 | 1720203.5 |
| 95-th percentile | 28409855.15 |
| Maximum | 2342292696 |
| Range | 2342292695 |
| Interquartile range (IQR) | 1700799.75 |
Descriptive statistics
| Standard deviation | 101581320.1 |
|---|---|
| Coefficient of variation (CV) | 9.463399167 |
| Kurtosis | 364.4566952 |
| Mean | 10734126.11 |
| Median Absolute Deviation (MAD) | 183532.5 |
| Skewness | 18.31188308 |
| Sum | 1.137817368e+10 |
| Variance | 1.031876459e+16 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1239 | 2 | 0.2% | |
| 1453 | 2 | 0.2% | |
| 169 | 2 | 0.2% | |
| 558 | 2 | 0.2% | |
| 32 | 2 | 0.2% | |
| 147 | 2 | 0.2% | |
| 416 | 2 | 0.2% | |
| 175762 | 1 | 0.1% | |
| 6886149 | 1 | 0.1% | |
| 11642828 | 1 | 0.1% | |
| Other values (1043) | 1043 | 98.4% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| 19 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2342292696 | 1 | 0.1% | |
| 1619742900 | 1 | 0.1% | |
| 1498238432 | 1 | 0.1% | |
| 397099250 | 1 | 0.1% | |
| 363077144 | 1 | 0.1% |
| Distinct | 1053 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10013341.84 |
|---|---|
| Minimum | 1 |
| Maximum | 2281855922 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 577.95 |
| Q1 | 18539.75 |
| median | 167101 |
| Q3 | 1413758.25 |
| 95-th percentile | 25869347.35 |
| Maximum | 2281855922 |
| Range | 2281855921 |
| Interquartile range (IQR) | 1395218.5 |
Descriptive statistics
| Standard deviation | 95899120.56 |
|---|---|
| Coefficient of variation (CV) | 9.577134398 |
| Kurtosis | 385.8842506 |
| Mean | 10013341.84 |
| Median Absolute Deviation (MAD) | 166003 |
| Skewness | 18.73417406 |
| Sum | 1.061414235e+10 |
| Variance | 9.196641325e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 640 | 2 | 0.2% | |
| 28 | 2 | 0.2% | |
| 39 | 2 | 0.2% | |
| 1119 | 2 | 0.2% | |
| 1358 | 2 | 0.2% | |
| 85 | 2 | 0.2% | |
| 426 | 2 | 0.2% | |
| 10376 | 1 | 0.1% | |
| 160996 | 1 | 0.1% | |
| 18208 | 1 | 0.1% | |
| Other values (1043) | 1043 | 98.4% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 13 | 1 | 0.1% | |
| 16 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2281855922 | 1 | 0.1% | |
| 1503328350 | 1 | 0.1% | |
| 1323665116 | 1 | 0.1% | |
| 410804880 | 1 | 0.1% | |
| 334290810 | 1 | 0.1% |
| Distinct | 1056 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9623326.882 |
|---|---|
| Minimum | 3 |
| Maximum | 2118980582 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 547.65 |
| Q1 | 18022 |
| median | 162727.5 |
| Q3 | 1310669.5 |
| 95-th percentile | 25232693.9 |
| Maximum | 2118980582 |
| Range | 2118980579 |
| Interquartile range (IQR) | 1292647.5 |
Descriptive statistics
| Standard deviation | 91343905.96 |
|---|---|
| Coefficient of variation (CV) | 9.49192593 |
| Kurtosis | 368.2459031 |
| Mean | 9623326.882 |
| Median Absolute Deviation (MAD) | 161689 |
| Skewness | 18.38824763 |
| Sum | 1.02007265e+10 |
| Variance | 8.343709157e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 225 | 2 | 0.2% | |
| 635 | 2 | 0.2% | |
| 665 | 2 | 0.2% | |
| 187 | 2 | 0.2% | |
| 73792 | 1 | 0.1% | |
| 515388 | 1 | 0.1% | |
| 21647178 | 1 | 0.1% | |
| 9938902 | 1 | 0.1% | |
| 58536 | 1 | 0.1% | |
| 2548 | 1 | 0.1% | |
| Other values (1046) | 1046 | 98.7% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| 18 | 1 | 0.1% | |
| 31 | 1 | 0.1% | |
| 33 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2118980582 | 1 | 0.1% | |
| 1451459684 | 1 | 0.1% | |
| 1332489067 | 1 | 0.1% | |
| 388145454 | 1 | 0.1% | |
| 292214997 | 1 | 0.1% |
| Distinct | 1055 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10333039.06 |
|---|---|
| Minimum | 1 |
| Maximum | 2271796142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 491.75 |
| Q1 | 19949 |
| median | 166461 |
| Q3 | 1420995.5 |
| 95-th percentile | 28853826.65 |
| Maximum | 2271796142 |
| Range | 2271796141 |
| Interquartile range (IQR) | 1401046.5 |
Descriptive statistics
| Standard deviation | 98001280.72 |
|---|---|
| Coefficient of variation (CV) | 9.484265006 |
| Kurtosis | 367.7734305 |
| Mean | 10333039.06 |
| Median Absolute Deviation (MAD) | 165638 |
| Skewness | 18.38310885 |
| Sum | 1.09530214e+10 |
| Variance | 9.604251023e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 32 | 2 | 0.2% | |
| 243 | 2 | 0.2% | |
| 1423 | 2 | 0.2% | |
| 1464 | 2 | 0.2% | |
| 301 | 2 | 0.2% | |
| 33706 | 1 | 0.1% | |
| 1340709 | 1 | 0.1% | |
| 66050 | 1 | 0.1% | |
| 1426728 | 1 | 0.1% | |
| 9054612 | 1 | 0.1% | |
| Other values (1045) | 1045 | 98.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2271796142 | 1 | 0.1% | |
| 1547195403 | 1 | 0.1% | |
| 1444776367 | 1 | 0.1% | |
| 431664273 | 1 | 0.1% | |
| 282773830 | 1 | 0.1% |
| Distinct | 1056 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11215782.84 |
|---|---|
| Minimum | 3 |
| Maximum | 2494230195 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 467.75 |
| Q1 | 17696 |
| median | 192151.5 |
| Q3 | 1584339 |
| 95-th percentile | 30970190.9 |
| Maximum | 2494230195 |
| Range | 2494230192 |
| Interquartile range (IQR) | 1566643 |
Descriptive statistics
| Standard deviation | 106632195.7 |
|---|---|
| Coefficient of variation (CV) | 9.507334194 |
| Kurtosis | 373.6366908 |
| Mean | 11215782.84 |
| Median Absolute Deviation (MAD) | 190923.5 |
| Skewness | 18.50349698 |
| Sum | 1.188872981e+10 |
| Variance | 1.137042517e+16 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 297694 | 2 | 0.2% | |
| 1253 | 2 | 0.2% | |
| 102 | 2 | 0.2% | |
| 2082 | 2 | 0.2% | |
| 768789 | 1 | 0.1% | |
| 467202 | 1 | 0.1% | |
| 6542161 | 1 | 0.1% | |
| 3590574 | 1 | 0.1% | |
| 157851 | 1 | 0.1% | |
| 4821886 | 1 | 0.1% | |
| Other values (1046) | 1046 | 98.7% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.1% | |
| 15 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 17 | 1 | 0.1% | |
| 20 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2494230195 | 1 | 0.1% | |
| 1665688484 | 1 | 0.1% | |
| 1556622939 | 1 | 0.1% | |
| 479701581 | 1 | 0.1% | |
| 302960301 | 1 | 0.1% |
| Distinct | 1056 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11083445.68 |
|---|---|
| Minimum | 1 |
| Maximum | 2498569866 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 430.35 |
| Q1 | 19956 |
| median | 194883 |
| Q3 | 1645558 |
| 95-th percentile | 31194244.95 |
| Maximum | 2498569866 |
| Range | 2498569865 |
| Interquartile range (IQR) | 1625602 |
Descriptive statistics
| Standard deviation | 105119639.5 |
|---|---|
| Coefficient of variation (CV) | 9.484382617 |
| Kurtosis | 387.131064 |
| Mean | 11083445.68 |
| Median Absolute Deviation (MAD) | 193880.5 |
| Skewness | 18.80743654 |
| Sum | 1.174845242e+10 |
| Variance | 1.105013861e+16 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1280 | 2 | 0.2% | |
| 67 | 2 | 0.2% | |
| 1698 | 2 | 0.2% | |
| 2133 | 2 | 0.2% | |
| 6217845 | 1 | 0.1% | |
| 270592 | 1 | 0.1% | |
| 44957 | 1 | 0.1% | |
| 17321763 | 1 | 0.1% | |
| 450878 | 1 | 0.1% | |
| 5781 | 1 | 0.1% | |
| Other values (1046) | 1046 | 98.7% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 13 | 1 | 0.1% | |
| 24 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2498569866 | 1 | 0.1% | |
| 1642820352 | 1 | 0.1% | |
| 1486877250 | 1 | 0.1% | |
| 418584250 | 1 | 0.1% | |
| 292820258 | 1 | 0.1% |
| Distinct | 1055 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10601905.12 |
|---|---|
| Minimum | 1 |
| Maximum | 2590607686 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 265.95 |
| Q1 | 16528 |
| median | 159674.5 |
| Q3 | 1452517.25 |
| 95-th percentile | 27594597.65 |
| Maximum | 2590607686 |
| Range | 2590607685 |
| Interquartile range (IQR) | 1435989.25 |
Descriptive statistics
| Standard deviation | 102711902.5 |
|---|---|
| Coefficient of variation (CV) | 9.688060896 |
| Kurtosis | 439.4562908 |
| Mean | 10601905.12 |
| Median Absolute Deviation (MAD) | 158989.5 |
| Skewness | 19.82194003 |
| Sum | 1.123801943e+10 |
| Variance | 1.054973491e+16 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 101 | 3 | 0.3% | |
| 1 | 2 | 0.2% | |
| 156 | 2 | 0.2% | |
| 125 | 2 | 0.2% | |
| 51113 | 1 | 0.1% | |
| 1715 | 1 | 0.1% | |
| 441134 | 1 | 0.1% | |
| 259746 | 1 | 0.1% | |
| 709257 | 1 | 0.1% | |
| 5084253 | 1 | 0.1% | |
| Other values (1045) | 1045 | 98.6% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.2% | |
| 7 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| 18 | 1 | 0.1% | |
| 21 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2590607686 | 1 | 0.1% | |
| 1424934919 | 1 | 0.1% | |
| 1378030840 | 1 | 0.1% | |
| 452576771 | 1 | 0.1% | |
| 272658016 | 1 | 0.1% |
Exporter
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.3 KiB |
| USA | |
|---|---|
| Germany | |
| China | |
| Turkey | |
| Argentina |
| Value | Count | Frequency (%) | |
| USA | 216 | 20.4% | |
| Germany | 212 | 20.0% | |
| China | 208 | 19.6% | |
| Turkey | 200 | 18.9% | |
| Argentina | 132 | 12.5% | |
| Senegal | 92 | 8.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.852830189 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Importers | Exported value in 2009 | Exported value in 2010 | Exported value in 2011 | Exported value in 2012 | Exported value in 2013 | Exported value in 2014 | Exported value in 2015 | Exported value in 2016 | Exported value in 2017 | Exported value in 2018 | Exported value in 2019 | Exported value in 2020 | Exporter | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | World | 55672119.0 | 68174447.0 | 82981091.0 | 79982380.0 | 75962981.0 | 68404347.0 | 56752410.0 | 57733363.0 | 58133543.0 | 61781529.0 | 65115327.0 | 54821594.0 | Argentina |
| 1 | 1 | Area Nes | 920693.0 | 1264426.0 | 1834964.0 | 2122119.0 | 2169320.0 | 1877791.0 | 986638.0 | 687730.0 | 861872.0 | 13540999.0 | 13274880.0 | 19296159.0 | Argentina |
| 2 | 2 | Brazil | 11379426.0 | 14432985.0 | 17317105.0 | 16456672.0 | 15948973.0 | 13882695.0 | 10081115.0 | 9027619.0 | 9298290.0 | 8169488.0 | 7606172.0 | 5084253.0 | Argentina |
| 3 | 3 | China | 3666461.0 | 5798858.0 | 6033117.0 | 5068296.0 | 5511588.0 | 4459978.0 | 5174432.0 | 4425230.0 | 4319031.0 | 3847265.0 | 6325086.0 | 4594625.0 | Argentina |
| 4 | 4 | Viet Nam | 547244.0 | 655730.0 | 680395.0 | 800856.0 | 1185117.0 | 1550427.0 | 1801363.0 | 2546073.0 | 2271503.0 | 2071323.0 | 2749346.0 | 2746244.0 | Argentina |
| 5 | 5 | Chile | 4386659.0 | 4493083.0 | 4772318.0 | 5051834.0 | 3823118.0 | 2792208.0 | 2398278.0 | 2297397.0 | 2597656.0 | 2620758.0 | 2670597.0 | 2226775.0 | Argentina |
| 6 | 6 | India | 648331.0 | 1321491.0 | 968773.0 | 1186810.0 | 1089096.0 | 1810469.0 | 2003132.0 | 2208521.0 | 2080801.0 | 1474973.0 | 1843917.0 | 2118078.0 | Argentina |
| 7 | 7 | United States of America | 3680361.0 | 3668828.0 | 4301136.0 | 4023111.0 | 4182358.0 | 4081824.0 | 3422832.0 | 4482604.0 | 4460272.0 | 2886601.0 | 2875505.0 | 1529417.0 | Argentina |
| 8 | 8 | Indonesia | 603956.0 | 852442.0 | 1366929.0 | 1549439.0 | 1469194.0 | 1239639.0 | 1079289.0 | 1243438.0 | 1073249.0 | 1220882.0 | 1579219.0 | 1262827.0 | Argentina |
| 9 | 9 | Netherlands | 2392143.0 | 2369770.0 | 2548736.0 | 2204215.0 | 1912958.0 | 1574556.0 | 1205855.0 | 1170977.0 | 1374942.0 | 1523674.0 | 1606701.0 | 1209206.0 | Argentina |
Last rows
| df_index | Importers | Exported value in 2009 | Exported value in 2010 | Exported value in 2011 | Exported value in 2012 | Exported value in 2013 | Exported value in 2014 | Exported value in 2015 | Exported value in 2016 | Exported value in 2017 | Exported value in 2018 | Exported value in 2019 | Exported value in 2020 | Exporter | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1050 | 1275 | Comoros | 1931.0 | 1259.0 | 1095.0 | 954.0 | 3491.0 | 3453.0 | 1507.0 | 1350.0 | 1375.0 | 2778.0 | 1513.0 | 1411.0 | USA |
| 1051 | 1276 | French Southern and Antarctic Territories | 959.0 | 589.0 | 1426.0 | 1239.0 | 1750.0 | 8252.0 | 8027.0 | 4912.0 | 2843.0 | 818.0 | 6805.0 | 882.0 | USA |
| 1052 | 1277 | Sao Tome and Principe | 4018.0 | 1359.0 | 6124.0 | 870.0 | 1998.0 | 1088.0 | 854.0 | 1994.0 | 3141.0 | 2068.0 | 2697.0 | 733.0 | USA |
| 1053 | 1278 | Nauru | 3687.0 | 2492.0 | 499.0 | 2209.0 | 759.0 | 812.0 | 1734.0 | 495.0 | 199.0 | 797.0 | 1232.0 | 607.0 | USA |
| 1054 | 1279 | Falkland Islands (Malvinas) | 2356.0 | 2718.0 | 3957.0 | 4347.0 | 1241.0 | 7846.0 | 2918.0 | 1485.0 | 482.0 | 215.0 | 318.0 | 306.0 | USA |
| 1055 | 1280 | St. Pierre and Miquelon | 215.0 | 15.0 | 119.0 | 180.0 | 262.0 | 4.0 | 227.0 | 62.0 | 391.0 | 132.0 | 88.0 | 272.0 | USA |
| 1056 | 1281 | Niue | 1210.0 | 1571.0 | 716.0 | 772.0 | 249.0 | 112.0 | 71.0 | 76.0 | 87.0 | 1261.0 | 252.0 | 174.0 | USA |
| 1057 | 1282 | Wallis and Futuna Islands | 535.0 | 778.0 | 339.0 | 602.0 | 638.0 | 350.0 | 377.0 | 225.0 | 301.0 | 1189.0 | 472.0 | 156.0 | USA |
| 1058 | 1283 | Cocos (Keeling) Islands | 1441.0 | 728.0 | 957.0 | 933.0 | 22169.0 | 6041.0 | 558.0 | 779.0 | 452.0 | 345.0 | 83.0 | 120.0 | USA |
| 1059 | 1284 | Tokelau | 12987.0 | 3938.0 | 4886.0 | 13422.0 | 828.0 | 1346.0 | 341.0 | 2474.0 | 1237.0 | 18547.0 | 594.0 | 87.0 | USA |